Triple

T18282584
Position Surface form Disambiguated ID Type / Status
Subject Claire Voisin E437898 entity
Predicate doctoralAdvisor P167 FINISHED
Object Arnaud Beauville
Arnaud Beauville is a French mathematician renowned for his influential work in algebraic geometry, particularly on complex algebraic varieties and moduli spaces.
E1316065 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Arnaud Beauville | Statement: [Claire Voisin, doctoralAdvisor, Arnaud Beauville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arnaud Beauville
Context triple: [Claire Voisin, doctoralAdvisor, Arnaud Beauville]
  • A. Gérard Laumon
    Gérard Laumon is a French mathematician renowned for his influential work in algebraic geometry and number theory, particularly in the context of the Langlands program.
  • B. Jean-Louis Verdier
    Jean-Louis Verdier was a French mathematician known for his foundational work in sheaf theory and derived categories, notably through his influential thesis under Alexandre Grothendieck.
  • C. André Joyal
    André Joyal is a Canadian mathematician renowned for his influential work in category theory, including the development of Joyal's theory of species and contributions to higher-dimensional category theory and topos theory.
  • D. Alexander Grothendieck
    Alexander Grothendieck was a revolutionary 20th-century mathematician whose work in algebraic geometry and homological algebra profoundly reshaped modern mathematics.
  • E. Luc Illusie
    Luc Illusie is a French mathematician renowned for his influential work in algebraic geometry, particularly in the development of deformation theory and the theory of the cotangent complex.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Arnaud Beauville
Triple: [Claire Voisin, doctoralAdvisor, Arnaud Beauville]
Generated description
Arnaud Beauville is a French mathematician renowned for his influential work in algebraic geometry, particularly on complex algebraic varieties and moduli spaces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arnaud Beauville
Target entity description: Arnaud Beauville is a French mathematician renowned for his influential work in algebraic geometry, particularly on complex algebraic varieties and moduli spaces.
  • A. Gérard Laumon
    Gérard Laumon is a French mathematician renowned for his influential work in algebraic geometry and number theory, particularly in the context of the Langlands program.
  • B. Jean-Louis Verdier
    Jean-Louis Verdier was a French mathematician known for his foundational work in sheaf theory and derived categories, notably through his influential thesis under Alexandre Grothendieck.
  • C. André Joyal
    André Joyal is a Canadian mathematician renowned for his influential work in category theory, including the development of Joyal's theory of species and contributions to higher-dimensional category theory and topos theory.
  • D. Alexander Grothendieck
    Alexander Grothendieck was a revolutionary 20th-century mathematician whose work in algebraic geometry and homological algebra profoundly reshaped modern mathematics.
  • E. Luc Illusie
    Luc Illusie is a French mathematician renowned for his influential work in algebraic geometry, particularly in the development of deformation theory and the theory of the cotangent complex.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50057c5c881909fcda72f4a98c8c3 completed April 19, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b4029cb88190963ae33570455c2d completed May 12, 2026, 11:13 p.m.
NEDg Description generation batch_6a03b501b630819094c77aebf62081a2 completed May 12, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03b5c09f4881909fb0ead5fc48895c completed May 12, 2026, 11:20 p.m.
Created at: April 10, 2026, 10:35 a.m.